Renรฉ's URL Explorer Experiment


Title: GitHub - HKUST-KnowComp/AutoGraph-R1

Open Graph Title: GitHub - HKUST-KnowComp/AutoGraph-R1

X Title: GitHub - HKUST-KnowComp/AutoGraph-R1

Description: Contribute to HKUST-KnowComp/AutoGraph-R1 development by creating an account on GitHub.

Open Graph Description: Contribute to HKUST-KnowComp/AutoGraph-R1 development by creating an account on GitHub.

X Description: Contribute to HKUST-KnowComp/AutoGraph-R1 development by creating an account on GitHub.

Mail addresses
httsangaj@connect.ust.hk

Opengraph URL: https://github.com/HKUST-KnowComp/AutoGraph-R1

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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READMEhttps://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1
MIT licensehttps://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1
https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#autograph-r1
https://github.com/HKUST-KnowComp/AutoGraph-R1
https://arxiv.org/abs/2510.15339
https://www.python.org/downloads/release/python-3100/
https://opensource.org/licenses/MIT
https://huggingface.co/collections/gzone0111/autograph-r1-68e21b3b85c3f3a4a63a2e59
https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#-is-your-rag-pipeline-really-optimized
https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#-tldr
https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#-key-features
https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1/blob/main/image/autograph-r1.png
https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#-table-of-contents
๐Ÿš€ Get Startedhttps://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#-get-started
1. System Prerequisites (CUDA) โš™๏ธhttps://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#1-system-prerequisites-cuda-%E2%9A%99%EF%B8%8F
2. Install Core Dependencies ๐Ÿ“ฆhttps://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#2-install-core-dependencies-
3. Install Inference Dependencies ๐Ÿ”https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#3-install-inference-dependencies-
๐Ÿ“š Data Preparationhttps://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#-data-preparation
๐Ÿงช Running the Pipelinehttps://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#-running-the-pipeline
0. Initial Configuration ๐Ÿ› ๏ธhttps://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#0-initial-configuration-%EF%B8%8F
Stage 1: Training the Graph Constructor ๐Ÿ‹๏ธhttps://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#stage-1-training-the-graph-constructor-%EF%B8%8F
Stage 2: Inference and Benchmarking ๐Ÿ“Šhttps://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#stage-2-inference-and-benchmarking-
๐ŸŒŸ Citationhttps://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#-citation
๐Ÿ“ž Contactshttps://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#-contacts
https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#-get-started
https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#1-system-prerequisites-cuda-๏ธ
NVIDIA CUDA Toolkit documentationhttps://developer.nvidia.com/cuda-12-6-0-download-archive
https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#2-install-core-dependencies-
previous versionshttps://pytorch.org/get-started/previous-versions/
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herehttps://github.com/zhaochenyang20/Awesome-ML-SYS-Tutorial/blob/703711904b3f69a187068916b29264c310f056cc/rlhf/verl/multi-turn/tool_examples/agent_loop.md
https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#3-install-inference-dependencies-
atlas-raghttps://github.com/HKUST-KnowComp/AutoSchemaKG/tree/release/v0.0.5
https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#-data-preparation
https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#-running-the-pipeline
https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#0-initial-configuration-๏ธ
https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#stage-1-training-the-graph-constructor-๏ธ
https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#stage-2-inference-and-benchmarking-
official VeRL tutorialhttps://verl.readthedocs.io/en/latest/advance/checkpoint.html#convert-fsdp-and-megatron-checkpoints-to-huggingface-format-model
https://patch-diff.githubusercontent.com/HKUST-KnowComp/AutoGraph-R1#-citation
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